Publications

Research publications

A curated, structured record of reliably verified peer-reviewed work and selected scholarly chapters. For the complete current record, consult Google Scholar, NVA, or ORCID.

27 verified records shown · newest first · Philipp Schneider highlighted in author lists

2026Journal article

Evaluating the role of low-cost sensors in machine learning based European PM₂.₅ monitoring

Shetty, Shobitha; Hassani, Amirhossein; Hamer, Paul David; Stebel, Kerstin; Salamalikis, Vasileios; Berntsen, Terje Koren; Castell, Nuria; Schneider, Philipp

Environmental Research, 291, 123558

Examines how low-cost sensor networks contribute to machine-learning-based particulate-matter monitoring across Europe.

PM₂.₅Low-cost sensorsMachine learning

DOI

2026Journal article

Integrating Low-Cost Sensors with Dispersion Modelling for High-Resolution Insights into Urban Air Quality

O’Regan, Anna C.; Grythe, Henrik; Schneider, Philipp; Nyhan, Marguerite M.

Environment International, 209, 110157

Low-cost sensorsUrban air qualityData fusion

DOI

2026Journal article

Tracking the path to cleaner cities using global urban NO₂ monitoring from space

Hassani, Amirhossein; Walker, Sam-Erik; Stebel, Kerstin; Schneider, Philipp

Environmental Research Letters, 21, 094004

A globally comparable view of urban nitrogen dioxide trends derived from satellite observations.

Satellite NO₂Urban air qualityTrends

DOI

2025Journal article

A framework for advancing independent air quality sensor measurements via transparent data generating process classification

Diez, Sebastián; Bannan, Thomas J.; Chacón-Mateos, Miriam; Edwards, Pete M.; Ferracci, Valerio; Kılıç, Dogushan; Lewis, Alastair C.; Malings, Carl; Martin, Nicholas A.; Popoola, Olalekan; Rosales, Colleen Marciel F.; Schmitz, Sean; Schneider, Philipp; von Schneidemesser, Erika

npj Climate and Atmospheric Science, 8, 285

Low-cost sensorsQuality controlMonitoring

DOI

2025Journal article

A scalable framework for harmonizing, standardization, and correcting crowd-sourced low-cost sensor PM₂.₅ data across Europe

Hassani, Amirhossein; Salamalikis, Vasileios; Schneider, Philipp; Stebel, Kerstin; Castell, Nuria

Journal of Environmental Management, 380, 125100

Low-cost sensorsPM₂.₅Quality control

DOI

2025Journal article

Daily high-resolution surface PM₂.₅ estimation over Europe by ML-based downscaling of the CAMS regional forecast

Shetty, Shobitha; Hamer, Paul David; Stebel, Kerstin; Kylling, Arve; Hassani, Amirhossein; Berntsen, Terje Koren; Schneider, Philipp

Environmental Research, 264, 120363

Produces daily, high-resolution PM₂.₅ estimates over Europe by downscaling regional air-quality forecasts with machine learning.

PM₂.₅Machine learningEurope

DOI

2025Journal article

Evolving trends in application of low-cost air quality sensor networks: challenges and future directions

Bagkis, Evangelos; Hassani, Amirhossein; Schneider, Philipp; DeSouza, Priyanka; Shetty, Shobitha; Kassandros, Theodosios; Salamalikis, Vasileios; Castell, Nuria; Karatzas, Kostas; Ahlawat, Ajit; Khan, Jibran

npj Climate and Atmospheric Science, 8, 335

Low-cost sensorsMonitoringReview

DOI

2024Journal article

Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention

Lepioufle, Jean-Mathieu; Schneider, Philipp; Hamer, Paul David; Ødegård, Rune Å.; Vallejo, Islen; Cao, Tuan V.; Taherkordi, Amirhossein; Wojcikowski, Maciej

Environmental Data Science, 3, e19

Data fusionSensorsMachine learning

DOI

2024Journal article

Estimating surface NO₂ concentrations over Europe using Sentinel-5P TROPOMI observations and Machine Learning

Shetty, Shobitha; Schneider, Philipp; Stebel, Kerstin; Hamer, Paul David; Kylling, Arve; Berntsen, Terje Koren

Remote Sensing of Environment, 312, 114321

Uses Sentinel-5P TROPOMI and machine learning to estimate surface NO₂ across Europe.

Satellite NO₂Machine learningEurope

DOI

2024Journal article

Reassessing the role of urban green space in air pollution control

Venter, Zander S.; Hassani, Amirhossein; Stange, Erik; Schneider, Philipp; Castell, Nuria

Proceedings of the National Academy of Sciences, 121, e2306200121

Reassesses the role of urban vegetation in air-pollution control.

Urban environmentAir pollutionGreen space

DOI

2023Journal article

Deployment and Evaluation of a Network of Open Low-Cost Air Quality Sensor Systems

Schneider, Philipp; Vogt, M.; Haugen, R.; Hassani, Amirhossein; Castell, Nuria; Dauge, F. R.; Bartonova, A.

Atmosphere, 14, 540

Low-cost sensorsQuality controlSensor networks

DOI

2023Journal article

Low-Cost Particulate Matter Sensors for Monitoring Residential Wood Burning

Hassani, Amirhossein; Schneider, Philipp; Vogt, M.; Castell, Nuria

Environmental Science & Technology, 57, 15162–15172

Low-cost sensorsParticulate matterWood burning

2023Journal article

SensEURCity: A multi-city air quality dataset collected for 2020/2021 using open low-cost sensor systems

Van Poppel, M.; Schneider, Philipp; Peters, J.; Yatkin, S.; Gerboles, M.; Matheeussen, C.; Bartonova, A.; Davila, S.; Signorini, M.; Vogt, M.; Dauge, F. R.; Skaar, J. S.; Haugen, R.

Scientific Data, 10, 322

Low-cost sensorsDatasetUrban air quality

DOI

2022Journal article

Modified Target Diagram to check compliance of low-cost sensors with the Data Quality Objectives of the European air quality directive

Yatkin, S.; Gerboles, M.; Borowiak, A.; Davila, S.; Spinelle, L.; Bartonova, A.; Dauge, F.; Schneider, Philipp; Van Poppel, M.; Peters, J.; Matheeussen, C.; Signorini, M.

Atmospheric Environment, 273, 118967

Low-cost sensorsQuality controlAir quality

DOI

2021Journal article

Assessment of Low-Cost Particulate Matter Sensor Systems against Optical and Gravimetric Methods in a Field Co-Location in Norway

Vogt, M.; Schneider, Philipp; Castell, Nuria; Hamer, Paul David

Atmosphere, 12, 961

Low-cost sensorsPM₂.₅Norway

DOI

2021Journal article

Spatiotemporal Patterns in Data Availability of the Sentinel-5P NO₂ Product over Urban Areas in Norway

Schneider, Philipp; Hamer, Paul David; Kylling, Arve; Shetty, Shobitha; Stebel, Kerstin

Remote Sensing, 13, 2095

Satellite NO₂Sentinel-5PNorway

DOI

2019Book chapter

Lake Surface Temperature

Schneider, Philipp; Healey, N. C.; Hulley, G. C.; Hook, S. J.

Taking the Temperature of the Earth, 129–150

Lake temperatureClimate changeRemote sensing

DOI

2019Journal article

Toward a Unified Terminology of Processing Levels for Low-Cost Air-Quality Sensors

Schneider, Philipp; Bartonova, A.; Castell, Nuria; Dauge, F. R.; Gerboles, M.; Hagler, G. S. W.; Hüglin, C.; Jones, R. L.; Khan, S.; Lewis, A. C.; Mijling, B.; Müller, M.; Penza, M.; Spinelle, L.; Stacey, B.; Vogt, M.; Wesseling, J.; Williams, R. W.

Environmental Science & Technology, 53, 8485–8487

Proposes a shared terminology for processing levels of low-cost air-quality sensor data.

Low-cost sensorsQuality controlTerminology

DOI

2018Book chapter

A Network of Low-Cost Air Quality Sensors and Its Use for Mapping Urban Air Quality

Schneider, Philipp; Castell, Nuria; Dauge, F. R.; Vogt, M.; Lahoz, W. A.; Bartonova, A.

Mobile Information Systems Leveraging Volunteered Geographic Information for Earth Observation, 93–110

Low-cost sensorsUrban air qualityMapping

DOI

2015Journal article

Recent satellite-based trends of tropospheric nitrogen dioxide over large urban agglomerations worldwide

Schneider, Philipp; Lahoz, W. A.; van der A, R. J.

Atmospheric Chemistry and Physics, 15, 1205–1220

Investigates satellite-observed trends in tropospheric nitrogen dioxide across large urban agglomerations worldwide.

Satellite NO₂Urban air qualityGlobal trends

DOI

2014Journal article

Data assimilation: making sense of Earth Observation

Lahoz, W. A.; Schneider, Philipp

Frontiers in Environmental Science, 2, 16

An accessible perspective on how data assimilation turns Earth observations into usable environmental information.

Data assimilationEarth observationData fusion

DOI

2012Journal article

A global single-sensor analysis of 2002–2011 tropospheric nitrogen dioxide trends observed from space

Schneider, Philipp; van der A, R. J.

Journal of Geophysical Research: Atmospheres, 117

A global analysis of a decade of tropospheric nitrogen dioxide trends using a consistent satellite record.

Satellite NO₂Global trendsAtmospheric composition

2011Journal article

Optimized split-window coefficients for deriving surface temperatures from inland water bodies

Hulley, G. C.; Hook, S. J.; Schneider, Philipp

Remote Sensing of Environment, 115, 3758–3769

Land-surface temperatureInland watersRemote sensing

2010Journal article

Space observations of inland water bodies show rapid surface warming since 1985

Schneider, Philipp; Hook, S. J.

Geophysical Research Letters, 37

Satellite observations reveal rapid surface warming of inland water bodies since 1985.

Climate changeInland watersRemote sensing

2009Journal article

Satellite observations indicate rapid warming trend for lakes in California and Nevada

Schneider, Philipp; Hook, S. J.; Radocinski, R. G.; Corlett, G. K.; Hulley, G. C.; Schladow, S. G.; Steissberg, T.

Geophysical Research Letters, 36

Climate changeLake temperatureRemote sensing

2008Journal article

A VARI-based relative greenness from MODIS data for computing the Fire Potential Index

Schneider, Philipp; Roberts, D. A.; Kyriakidis, P. C.

Remote Sensing of Environment, 112, 1151–1167

WildfireMODISRemote sensing

2006Journal article

Validation of digital elevation models from SRTM X-SAR for applications in hydrologic modeling

Ludwig, R.; Schneider, Philipp

ISPRS Journal of Photogrammetry and Remote Sensing, 60, 339–358

TopographyHydrologyRemote sensing